##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184036  25.707%  (99.102% of non-spam corpus)
# Correctly spam:     333289  46.556%  (62.863% of spam corpus)
# False positives:      1668  0.233%  (0.898% of nonspam, 300693 weighted)
# False negatives:    196898  27.504%  (37.137% of spam, 604988 weighted)
# Average score for spam:  7.9    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 3.1
# TOTAL:              715891  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23118  99.21%
# Correctly spam:      41570  62.77%
# False positives:       184  0.79%
# False negatives:     24661  37.23%
# TCR(l=50): 1.955967  SpamRecall: 62.765%  SpamPrec: 99.559%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185050  99.65%
# Correctly spam:     102213  19.28%
# False positives:       654  0.35%
# False negatives:    427974  80.72%
# TCR(l=50): 1.150894  SpamRecall: 19.279%  SpamPrec: 99.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23225  99.67%
# Correctly spam:      12735  19.23%
# False positives:        77  0.33%
# False negatives:     53496  80.77%
# TCR(l=50): 1.154937  SpamRecall: 19.228%  SpamPrec: 99.399%
